Run
158467

Run 158467

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(1)_r1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8129
Per class
Confusion matrix
F measure
0.7739
Per class
Kappa
0.511
KB relative information score
478380.5045
Mean absolute error
0.2679
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7734
Per class
Predictive accuracy
0.7765
Prior entropy
1
Recall
0.7765
Per class
Relative absolute error
0.5359
Root mean prior squared error
0.5
Root mean squared error
0.4165
Root relative squared error
0.833